144 lines
3.6 KiB
JSON
144 lines
3.6 KiB
JSON
|
{
|
||
|
|
"best_global_step": 3804,
|
||
|
|
"best_metric": 74.95790011701307,
|
||
|
|
"best_model_checkpoint": "mbert-loraxs-qa-vanilla/run-3/checkpoint-3804",
|
||
|
|
"epoch": 6.0,
|
||
|
|
"eval_steps": 500,
|
||
|
|
"global_step": 3804,
|
||
|
|
"is_hyper_param_search": true,
|
||
|
|
"is_local_process_zero": true,
|
||
|
|
"is_world_process_zero": true,
|
||
|
|
"log_history": [
|
||
|
|
{
|
||
|
|
"epoch": 1.0,
|
||
|
|
"grad_norm": 25.72856330871582,
|
||
|
|
"learning_rate": 0.00036170225367171497,
|
||
|
|
"loss": 2.8233307558655363,
|
||
|
|
"step": 634
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 1.0,
|
||
|
|
"eval_exact_match": 50.32,
|
||
|
|
"eval_f1": 63.941961174475914,
|
||
|
|
"eval_loss": 1.6252752542495728,
|
||
|
|
"eval_runtime": 7.6169,
|
||
|
|
"eval_samples_per_second": 166.078,
|
||
|
|
"eval_steps_per_second": 10.503,
|
||
|
|
"step": 634
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 2.0,
|
||
|
|
"grad_norm": 27.754880905151367,
|
||
|
|
"learning_rate": 0.0002893846160722614,
|
||
|
|
"loss": 1.7085243971189865,
|
||
|
|
"step": 1268
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 2.0,
|
||
|
|
"eval_exact_match": 55.28,
|
||
|
|
"eval_f1": 70.42089105490078,
|
||
|
|
"eval_loss": 1.4321246147155762,
|
||
|
|
"eval_runtime": 7.709,
|
||
|
|
"eval_samples_per_second": 164.095,
|
||
|
|
"eval_steps_per_second": 10.378,
|
||
|
|
"step": 1268
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 3.0,
|
||
|
|
"grad_norm": 28.5296688079834,
|
||
|
|
"learning_rate": 0.00021706697847280782,
|
||
|
|
"loss": 1.4246620154155165,
|
||
|
|
"step": 1902
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 3.0,
|
||
|
|
"eval_exact_match": 56.88,
|
||
|
|
"eval_f1": 71.30211904005495,
|
||
|
|
"eval_loss": 1.389769434928894,
|
||
|
|
"eval_runtime": 7.7582,
|
||
|
|
"eval_samples_per_second": 163.053,
|
||
|
|
"eval_steps_per_second": 10.312,
|
||
|
|
"step": 1902
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 4.0,
|
||
|
|
"grad_norm": 20.22711944580078,
|
||
|
|
"learning_rate": 0.00014474934087335426,
|
||
|
|
"loss": 1.1686882717000198,
|
||
|
|
"step": 2536
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 4.0,
|
||
|
|
"eval_exact_match": 59.36,
|
||
|
|
"eval_f1": 73.9060878995219,
|
||
|
|
"eval_loss": 1.3756252527236938,
|
||
|
|
"eval_runtime": 7.8225,
|
||
|
|
"eval_samples_per_second": 161.714,
|
||
|
|
"eval_steps_per_second": 10.227,
|
||
|
|
"step": 2536
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 5.0,
|
||
|
|
"grad_norm": 13.985761642456055,
|
||
|
|
"learning_rate": 7.243170327390066e-05,
|
||
|
|
"loss": 0.9745011675621057,
|
||
|
|
"step": 3170
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 5.0,
|
||
|
|
"eval_exact_match": 59.68,
|
||
|
|
"eval_f1": 73.67245039400858,
|
||
|
|
"eval_loss": 1.39497971534729,
|
||
|
|
"eval_runtime": 7.6711,
|
||
|
|
"eval_samples_per_second": 164.904,
|
||
|
|
"eval_steps_per_second": 10.429,
|
||
|
|
"step": 3170
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 6.0,
|
||
|
|
"grad_norm": 14.129449844360352,
|
||
|
|
"learning_rate": 1.1406567444708766e-07,
|
||
|
|
"loss": 0.7958141531477967,
|
||
|
|
"step": 3804
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"epoch": 6.0,
|
||
|
|
"eval_exact_match": 61.12,
|
||
|
|
"eval_f1": 74.95790011701307,
|
||
|
|
"eval_loss": 1.4900548458099365,
|
||
|
|
"eval_runtime": 7.6872,
|
||
|
|
"eval_samples_per_second": 164.559,
|
||
|
|
"eval_steps_per_second": 10.407,
|
||
|
|
"step": 3804
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"logging_steps": 500,
|
||
|
|
"max_steps": 3804,
|
||
|
|
"num_input_tokens_seen": 0,
|
||
|
|
"num_train_epochs": 6,
|
||
|
|
"save_steps": 500,
|
||
|
|
"stateful_callbacks": {
|
||
|
|
"TrainerControl": {
|
||
|
|
"args": {
|
||
|
|
"should_epoch_stop": false,
|
||
|
|
"should_evaluate": false,
|
||
|
|
"should_log": false,
|
||
|
|
"should_save": true,
|
||
|
|
"should_training_stop": true
|
||
|
|
},
|
||
|
|
"attributes": {}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"total_flos": 1.5069437772834816e+16,
|
||
|
|
"train_batch_size": 16,
|
||
|
|
"trial_name": null,
|
||
|
|
"trial_params": {
|
||
|
|
"learning_rate": 0.0003904468036323811,
|
||
|
|
"lora_alpha": 256,
|
||
|
|
"lora_dropout": 0.22980730880873645,
|
||
|
|
"lora_r": 128,
|
||
|
|
"num_train_epochs": 6,
|
||
|
|
"weight_decay": 0.06293800360990247
|
||
|
|
}
|
||
|
|
}
|